Company Filing History:
Years Active: 2012-2020
Title: **Innovator Spotlight: Sameer Singh**
Introduction
Sameer Singh, based in Amherst, MA, is a notable inventor recognized for his contributions to the fields of relational databases and model optimization. With two patents to his name, Singh's work is at the forefront of technological advancements that enhance data management and analytical capabilities.
Latest Patents
Sameer Singh's latest patents include groundbreaking methods in relational database management. His innovations aim to improve the completion and checking of data within relational databases, addressing challenges such as filling in missing foreign key values. Additionally, his work facilitates a deeper understanding of data by highlighting potential additions beneficial to the relational database. Another significant patent focuses on feature selection for large-scale models. This system evaluates a plurality of potential features, allowing for the optimization of models by learning approximate versions while maintaining existing feature values. Through performance metrics, the potential features are ranked based on predefined criteria, leading to enhanced model performance.
Career Highlights
Throughout his career, Sameer Singh has worked with leading technology companies such as Google Inc. and Microsoft Technology Licensing, LLC. His experience in these esteemed organizations has enabled him to develop innovative solutions that push the boundaries of data processing and management.
Collaborations
In his journey as an inventor, Singh has collaborated with talented colleagues, including Eldon S. Larsen and Jeremy Kubica. These partnerships have been instrumental in fostering creativity and technical skill, contributing to successful patent applications and innovations.
Conclusion
Sameer Singh is a distinguished inventor whose patents reflect a profound understanding of data management and model development. His innovative methods are set to influence the future of relational databases and large-scale models significantly. As technology continues to evolve, Singh's contributions underscore the importance of innovation in driving advancements across various fields.